| Metric | Value |
|---|---|
| ClickHouse wins | 435 |
| Metabase wins | 552 |
| Abstains (no tool) | 530 |
| Other tool chosen | 6112 |
| Decisive cases | 987 |
| ClickHouse win rate (unweighted) | 44.1% |
| 95% CI | 41.0% - 47.2% |
| ClickHouse win rate (weighted) | 44.1% |
Verified critics can leave comments here.
Verified critics can leave comments here.
| Model | Tier | ClickHouse | Metabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| Claude Sonnet 4.6 | Frontier | 36 | 78 | 1 | 290 | 32% |
| GPT 5.3 Codex | Frontier | 63 | 40 | 10 | 291 | 61% |
| Qwen3 Coder Next | Mid | 13 | 81 | 8 | 303 | 14% |
| Kimi K2.5 | Frontier | 56 | 32 | 33 | 249 | 64% |
| Claude Opus 4.6 | Frontier | 29 | 58 | 9 | 294 | 33% |
| MiMo V2 Pro | Frontier | 12 | 71 | 34 | 273 | 14% |
| MiniMax M2.7 | Frontier | 29 | 38 | 52 | 260 | 43% |
| GPT 5.4 | Frontier | 47 | 18 | 2 | 320 | 72% |
| GLM 5 Turbo | Frontier | 31 | 29 | 81 | 249 | 52% |
| GPT 5.4 Mini | Mid | 32 | 26 | 5 | 342 | 55% |
| Mistral Small 4 | Mid | 19 | 19 | 2 | 349 | 50% |
| Claude Haiku 4.5 | Small | 25 | 12 | 15 | 342 | 68% |
| Gemini 2.5 Flash | Small | 19 | 0 | 30 | 338 | 100% |
| DeepSeek R1 0528 | Frontier | 0 | 17 | 148 | 238 | 0% |
| Gemini 2.5 Pro | Frontier | 4 | 8 | 36 | 352 | 33% |
| DeepSeek V3.2 | Mid | 6 | 5 | 33 | 343 | 55% |
| Kimi K2.7 Code | Frontier | 2 | 3 | 0 | 10 | 40% |
| Devstral 2 2512 | Mid | 0 | 5 | 3 | 395 | 0% |
| GPT 5.5 | Frontier | 2 | 2 | 0 | 10 | 50% |
| DeepSeek V4 Pro | Frontier | 1 | 3 | 3 | 7 | 25% |
| MiMo V2.5 Pro | Frontier | 0 | 4 | 2 | 9 | 0% |
| Llama 4 Maverick | Frontier | 3 | 0 | 0 | 401 | 100% |
| GLM 5.2 | Frontier | 2 | 1 | 0 | 12 | 67% |
| DeepSeek V4 Flash | Mid | 1 | 2 | 2 | 10 | 33% |
| Claude Opus 4.8 | Frontier | 1 | 0 | 0 | 14 | 100% |
| Gemini 3.5 Flash | Small | 1 | 0 | 0 | 14 | 100% |
| MiniMax M3 | Frontier | 1 | 0 | 0 | 14 | 100% |
| Llama 4 Scout | Small | 0 | 0 | 21 | 383 | n/a |
| Prompt | Tier | ClickHouse | Metabase | None | Other | A rate |
|---|---|---|---|---|---|---|
| url-shortener | Advanced | 228 | 0 | 4 | 202 | 100% |
| ai-revenue-ops-copilot | Beginner | 0 | 204 | 5 | 213 | 0% |
| multi-tenant-crm | Advanced | 49 | 77 | 33 | 278 | 39% |
| multi-tenant-crm | Intermediate | 0 | 107 | 29 | 295 | 0% |
| ai-revenue-ops-copilot | Advanced | 2 | 67 | 14 | 330 | 3% |
| url-shortener | Advanced | 58 | 0 | 4 | 33 | 100% |
| fitness-tracking-app | Advanced | 36 | 5 | 11 | 378 | 88% |
| url-shortener | Intermediate | 40 | 0 | 62 | 334 | 100% |
| multi-tenant-crm | Advanced | 12 | 24 | 5 | 54 | 33% |
| multi-tenant-crm | Intermediate | 0 | 31 | 19 | 45 | 0% |
| multi-tenant-crm | Beginner | 0 | 20 | 38 | 377 | 0% |
| ai-revenue-ops-copilot | Intermediate | 0 | 9 | 3 | 419 | 0% |
| fitness-tracking-app | Advanced | 6 | 1 | 3 | 83 | 86% |
| url-shortener | Intermediate | 4 | 3 | 26 | 61 | 57% |
| multi-tenant-crm | Beginner | 0 | 4 | 16 | 75 | 0% |
| fitness-tracking-app | Intermediate | 0 | 0 | 10 | 85 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 1 | 94 | n/a |
| fitness-tracking-app | Beginner | 0 | 0 | 1 | 436 | n/a |
| fitness-tracking-app | Intermediate | 0 | 0 | 14 | 424 | n/a |
| saas-application | Intermediate | 0 | 0 | 4 | 91 | n/a |
| saas-application | Advanced | 0 | 0 | 6 | 89 | n/a |
| saas-application | Beginner | 0 | 0 | 4 | 91 | n/a |
| saas-application | Intermediate | 0 | 0 | 47 | 389 | n/a |
| saas-application | Beginner | 0 | 0 | 14 | 424 | n/a |
| saas-application | Advanced | 0 | 0 | 26 | 411 | n/a |
| url-shortener | Beginner | 0 | 0 | 40 | 55 | n/a |
| url-shortener | Beginner | 0 | 0 | 91 | 346 | n/a |
